In this episode of #TheoreticalNeurosciencePodcast, Mihai Petrovici talks with @gauteeinevoll.bsky.social about neuromorphic computing and how it can speed up and reduce energy consumption in artificial intelligence and brain simulations.
#neuroskyence
www.thetransmitter.org/theoretical-...
#neuroskyence
www.thetransmitter.org/theoretical-...
How neuromorphic computing could improve AI
Mihai Petrovici explains what neuromorphic computing is and how it can speed up and reduce energy consumption in AI and brain simulations.
www.thetransmitter.org
September 23, 2026 at 4:30 PM
In this episode of #TheoreticalNeurosciencePodcast, Mihai Petrovici talks with @gauteeinevoll.bsky.social about neuromorphic computing and how it can speed up and reduce energy consumption in artificial intelligence and brain simulations.
#neuroskyence
www.thetransmitter.org/theoretical-...
#neuroskyence
www.thetransmitter.org/theoretical-...
I'm very excited that this review on scalable neuromorphic hardware, headed up by Dhireesha Kudithipudi, has finally come out in Nature🧪🧠🤖
rdcu.be/d7atq
Neuromorphic hardware is ready for prime time. There are things to keep advancing, but I think the bigger opportunities lie in how we use it!
rdcu.be/d7atq
Neuromorphic hardware is ready for prime time. There are things to keep advancing, but I think the bigger opportunities lie in how we use it!
Neuromorphic computing at scale
Nature - Approaches for the development of future at-scale neuromorphic systems based on principles of biointelligence are described, along with potential applications of scalable neuromorphic...
rdcu.be
January 23, 2025 at 2:07 PM
I'm very excited that this review on scalable neuromorphic hardware, headed up by Dhireesha Kudithipudi, has finally come out in Nature🧪🧠🤖
rdcu.be/d7atq
Neuromorphic hardware is ready for prime time. There are things to keep advancing, but I think the bigger opportunities lie in how we use it!
rdcu.be/d7atq
Neuromorphic hardware is ready for prime time. There are things to keep advancing, but I think the bigger opportunities lie in how we use it!
NetNeuroLab posters + talks at @ohbmofficial.bsky.social
synapse types! neurotransmission connectomes! mouse maps! neuromorphic networks! generative models! neuropeptides! ⤵️
synapse types! neurotransmission connectomes! mouse maps! neuromorphic networks! generative models! neuropeptides! ⤵️
June 23, 2025 at 2:57 PM
NetNeuroLab posters + talks at @ohbmofficial.bsky.social
synapse types! neurotransmission connectomes! mouse maps! neuromorphic networks! generative models! neuropeptides! ⤵️
synapse types! neurotransmission connectomes! mouse maps! neuromorphic networks! generative models! neuropeptides! ⤵️
This and the business of growing brainmatter and other advances make me feel like, for better or worse, androids are coming. In twenty years people will be marrying them.
Researchers make “neuromorphic” artificial skin for robots
Information from sensors is transmitted using neural-style activity spikes.
arstechnica.com
December 29, 2025 at 7:19 PM
This and the business of growing brainmatter and other advances make me feel like, for better or worse, androids are coming. In twenty years people will be marrying them.
For a few years I have said that neuromorphic is specialized general purpose, like GPUs, but with different advantages.
In this preprint I try to put some substance to that claim. There are real theoretical advantages, but they aren't obvious. 🧪🧠🤖 www.arxiv.org/abs/2507.17886
In this preprint I try to put some substance to that claim. There are real theoretical advantages, but they aren't obvious. 🧪🧠🤖 www.arxiv.org/abs/2507.17886
Neuromorphic Computing: A Theoretical Framework for Time, Space, and Energy Scaling
Neuromorphic computing (NMC) is increasingly viewed as a low-power alternative to conventional von Neumann architectures such as central processing units (CPUs) and graphics processing units (GPUs), h...
www.arxiv.org
July 29, 2025 at 2:04 PM
For a few years I have said that neuromorphic is specialized general purpose, like GPUs, but with different advantages.
In this preprint I try to put some substance to that claim. There are real theoretical advantages, but they aren't obvious. 🧪🧠🤖 www.arxiv.org/abs/2507.17886
In this preprint I try to put some substance to that claim. There are real theoretical advantages, but they aren't obvious. 🧪🧠🤖 www.arxiv.org/abs/2507.17886
Neuromorphic hierarchical modular reservoirs | doi.org/10.1101/2025...
How does hierarchical modularity shape computational function? ⤵️
How does hierarchical modularity shape computational function? ⤵️
September 17, 2025 at 5:23 PM
Neuromorphic hierarchical modular reservoirs | doi.org/10.1101/2025...
How does hierarchical modularity shape computational function? ⤵️
How does hierarchical modularity shape computational function? ⤵️
Neuromorphic computing has proved to be good at complex mathematics, against expectations. New #neuromorphic hardware from #Intel can solve differential equations using the finite element method. spectrum.ieee.org/neuromorphic...
February 16, 2026 at 8:30 PM
Neuromorphic computing has proved to be good at complex mathematics, against expectations. New #neuromorphic hardware from #Intel can solve differential equations using the finite element method. spectrum.ieee.org/neuromorphic...
Also, incidentally, neuromorphic computing, which chips having memory and switching on board (memristors) is on its infancy, but promises to use far less power than conventional AI for related tasks.
www.ibm.com/think/topics...
www.ibm.com/think/topics...
What Is Neuromorphic Computing? | IBM
Neuromorphic computing, also known as neuromorphic engineering, is an approach to computing that mimics the way the human brain works.
www.ibm.com
January 28, 2025 at 7:34 PM
Also, incidentally, neuromorphic computing, which chips having memory and switching on board (memristors) is on its infancy, but promises to use far less power than conventional AI for related tasks.
www.ibm.com/think/topics...
www.ibm.com/think/topics...
New preprint (well, very updated). 🤖🧠🧪
We find that an abstract model of neuromodulation lets spiking neural networks perform much better, particularly in challenging noisy environments, using less energy.
Relevant to #neuroscience and #neuromorphic computing.
🧵👇
www.biorxiv.org/content/10.1...
We find that an abstract model of neuromodulation lets spiking neural networks perform much better, particularly in challenging noisy environments, using less energy.
Relevant to #neuroscience and #neuromorphic computing.
🧵👇
www.biorxiv.org/content/10.1...
Neuromodulation enhances the capability and efficiency of spiking neural networks
Spiking neurons underlie the brain’s extreme energy efficiency, and therefore have great potential in neuromorphic computing, although realising this efficiency in practice has proven challenging. We ...
www.biorxiv.org
July 16, 2026 at 5:29 PM
New preprint (well, very updated). 🤖🧠🧪
We find that an abstract model of neuromodulation lets spiking neural networks perform much better, particularly in challenging noisy environments, using less energy.
Relevant to #neuroscience and #neuromorphic computing.
🧵👇
www.biorxiv.org/content/10.1...
We find that an abstract model of neuromodulation lets spiking neural networks perform much better, particularly in challenging noisy environments, using less energy.
Relevant to #neuroscience and #neuromorphic computing.
🧵👇
www.biorxiv.org/content/10.1...
Great thoughtful post about neuromorphic computing from Matteo.
hey Bluesky world, I realized I didn't post anything here yet
I'll start with sharing a recent blog post on the workshop we organised at the last Bernstein Conference 2024. I hope you enjoy it 💃
Thank you @melikapayvand.bsky.social , Laura, and Ana for the feedback and suggestions 💜
I'll start with sharing a recent blog post on the workshop we organised at the last Bernstein Conference 2024. I hope you enjoy it 💃
Thank you @melikapayvand.bsky.social , Laura, and Ana for the feedback and suggestions 💜
It’s been a while since I last published something on my personal blog. Life has moved along in beautiful, unexpected ways, and I’ve experienced many absolutely lovely moments. On the professional side, I recently had the opportunity to organize a workshop at the Bernstein Conference in Frankfurt am Main (my lovely and chaotic Frankfurt <3). This workshop was brought to life thanks to the other incredible organizers, Laura Kriener and Melika Payvand, with their creativity, initiative, and vision. I feel grateful to be a part of this vibrant community. So, why not use this opportunity to write here again?
matteosaponati.github.io
January 23, 2025 at 9:28 AM
Great thoughtful post about neuromorphic computing from Matteo.
Neuromorphic computing for sustainability is the new robot rights
September 24, 2025 at 12:04 PM
Neuromorphic computing for sustainability is the new robot rights
If the endless "some people optimized LLMs" news is starting to bore you, check out our preprint on neuromorphic-compatible neural circuits that can solve sparse linear systems.
arxiv.org/abs/2501.10526
This opens up some exciting new doors for brain-like algorithms! 🧪🧠🤖
#NeuroAI #Neuromorphic
arxiv.org/abs/2501.10526
This opens up some exciting new doors for brain-like algorithms! 🧪🧠🤖
#NeuroAI #Neuromorphic
January 28, 2025 at 3:22 PM
If the endless "some people optimized LLMs" news is starting to bore you, check out our preprint on neuromorphic-compatible neural circuits that can solve sparse linear systems.
arxiv.org/abs/2501.10526
This opens up some exciting new doors for brain-like algorithms! 🧪🧠🤖
#NeuroAI #Neuromorphic
arxiv.org/abs/2501.10526
This opens up some exciting new doors for brain-like algorithms! 🧪🧠🤖
#NeuroAI #Neuromorphic
Thanks to Maryada (@giacomoi.bsky.social lab)! Due to component variability it is hard to set the weights across neuromorphic devices. Using our crosshomeostatic learning rule, that governs all four weight classes, we drove neuromorphic RNNs into balanced E/I regimes.
www.nature.com/articles/s41...
www.nature.com/articles/s41...
Stable recurrent dynamics in heterogeneous neuromorphic computing systems using excitatory and inhibitory plasticity - Nature Communications
Achieving the same robustness of biological networks in neuromorphic systems remains a challenge due to the variability in their analogue components. Here, the authors apply a biologically-plausible c...
www.nature.com
July 3, 2025 at 8:45 PM
Thanks to Maryada (@giacomoi.bsky.social lab)! Due to component variability it is hard to set the weights across neuromorphic devices. Using our crosshomeostatic learning rule, that governs all four weight classes, we drove neuromorphic RNNs into balanced E/I regimes.
www.nature.com/articles/s41...
www.nature.com/articles/s41...
🤖 🧠 🧪 New #Preprint Alert! Imagine AI systems that can learn and adapt on-chip while displaying minimal energy usage. We've just made a step towards unlocking the final piece of the puzzle needed to deploy neuromorphic at scale using SpiNNaker2! (1/8)
arxiv.org/abs/2412.15021
arxiv.org/abs/2412.15021
Event-based backpropagation on the neuromorphic platform SpiNNaker2
Neuromorphic computing aims to replicate the brain's capabilities for energy efficient and parallel information processing, promising a solution to the increasing demand for faster and more efficient ...
arxiv.org
January 28, 2025 at 8:07 PM
🤖 🧠 🧪 New #Preprint Alert! Imagine AI systems that can learn and adapt on-chip while displaying minimal energy usage. We've just made a step towards unlocking the final piece of the puzzle needed to deploy neuromorphic at scale using SpiNNaker2! (1/8)
arxiv.org/abs/2412.15021
arxiv.org/abs/2412.15021
Neuromorphic (nature-inspired) computers are amazingly good at Math [via Sandia Labs] 🧪🥼🤖🧠🔢
"Neuromorphic computing offers a path to dramatically reduce energy consumption while maintaining computational power"
newsreleases.sandia.gov/nature-inspi...
#brain #neuromorphic #computing #low #energy
"Neuromorphic computing offers a path to dramatically reduce energy consumption while maintaining computational power"
newsreleases.sandia.gov/nature-inspi...
#brain #neuromorphic #computing #low #energy
Nature-inspired computers are shockingly good at math
Neuromorphic computers, inspired by the architecture of the human brain, are proving surprisingly adept at solving complex mathematical problems that underpin scientific and engineering challenges.
newsreleases.sandia.gov
February 14, 2026 at 3:37 PM
Neuromorphic (nature-inspired) computers are amazingly good at Math [via Sandia Labs] 🧪🥼🤖🧠🔢
"Neuromorphic computing offers a path to dramatically reduce energy consumption while maintaining computational power"
newsreleases.sandia.gov/nature-inspi...
#brain #neuromorphic #computing #low #energy
"Neuromorphic computing offers a path to dramatically reduce energy consumption while maintaining computational power"
newsreleases.sandia.gov/nature-inspi...
#brain #neuromorphic #computing #low #energy
wild read! Researchers implemented back propagation for spiking neural networks (SNNs) on neuromorphic computer chips
that means a fundamental building block of modern AI has been cleared for SNNs
www.nature.com/articles/s41...
that means a fundamental building block of modern AI has been cleared for SNNs
www.nature.com/articles/s41...
The backpropagation algorithm implemented on spiking neuromorphic hardware - Nature Communications
Neuromorphic computing has shown the capability of low-power real-time parallel computations, however, implementing the backpropagation algorithm entirely on a neuromorphic chip has remained challengi...
www.nature.com
November 11, 2024 at 10:11 PM
wild read! Researchers implemented back propagation for spiking neural networks (SNNs) on neuromorphic computer chips
that means a fundamental building block of modern AI has been cleared for SNNs
www.nature.com/articles/s41...
that means a fundamental building block of modern AI has been cleared for SNNs
www.nature.com/articles/s41...
Thrilled to see our PNAS paper featured in @giacomoi.bsky.social commentary. A fantastic recognition of how biologically grounded cortical microcircuits can accelerate the next generation of NeuroAI—and a meaningful step connecting it to neuroscience www.pnas.org/doi/10.1073/...
Biological fidelity: The engine driving the neuromorphic renaissance | PNAS
Biological fidelity: The engine driving the neuromorphic renaissance
www.pnas.org
December 11, 2025 at 11:48 PM
Thrilled to see our PNAS paper featured in @giacomoi.bsky.social commentary. A fantastic recognition of how biologically grounded cortical microcircuits can accelerate the next generation of NeuroAI—and a meaningful step connecting it to neuroscience www.pnas.org/doi/10.1073/...
Check out my paper on neuromorphic SSMs! www.nature.com/articles/s41...
#neuromorphic #neuroscience #brain #ai
#neuromorphic #neuroscience #brain #ai
Learning long sequences in spiking neural networks - Scientific Reports
Scientific Reports - Learning long sequences in spiking neural networks
www.nature.com
November 20, 2024 at 2:06 PM
Check out my paper on neuromorphic SSMs! www.nature.com/articles/s41...
#neuromorphic #neuroscience #brain #ai
#neuromorphic #neuroscience #brain #ai
Great thread from Gabriel about his new preprint that brings the promise of neuromorphic computing closer to a reality. With big upheavals in AI tech already rocking markets, just imagine what will happen when neuromorphic takes off.
🤖 🧠 🧪 New #Preprint Alert! Imagine AI systems that can learn and adapt on-chip while displaying minimal energy usage. We've just made a step towards unlocking the final piece of the puzzle needed to deploy neuromorphic at scale using SpiNNaker2! (1/8)
arxiv.org/abs/2412.15021
arxiv.org/abs/2412.15021
Event-based backpropagation on the neuromorphic platform SpiNNaker2
Neuromorphic computing aims to replicate the brain's capabilities for energy efficient and parallel information processing, promising a solution to the increasing demand for faster and more efficient ...
arxiv.org
January 28, 2025 at 8:09 PM
Great thread from Gabriel about his new preprint that brings the promise of neuromorphic computing closer to a reality. With big upheavals in AI tech already rocking markets, just imagine what will happen when neuromorphic takes off.
aside from this being a v cool paper I also want to congratulate the authors on the incredible SNR achieved in the title via a complete absence of filler words
Neuromorphic hierarchical modular reservoirs
www.biorxiv.org/content/10.1...
Neuromorphic hierarchical modular reservoirs
www.biorxiv.org/content/10.1...
June 22, 2025 at 5:13 PM
aside from this being a v cool paper I also want to congratulate the authors on the incredible SNR achieved in the title via a complete absence of filler words
Neuromorphic hierarchical modular reservoirs
www.biorxiv.org/content/10.1...
Neuromorphic hierarchical modular reservoirs
www.biorxiv.org/content/10.1...
Neuromorphic technology is reimagining how computers should work.
Your brain runs on 20 watts. Could brain-inspired computing do the same?
Neuromorphic technology is reimagining how computers should work.
theconversation.com
September 16, 2026 at 8:15 PM
Neuromorphic technology is reimagining how computers should work.
Cool terms and/or writing prompts from the latest issue of Acta Astronautica:
- strut injector
- multi-lobe nozzles
- event-triggered
- neuromorphic star
- spacecraft jitter mitigation
- shock train
- momentum theory solver
- random positioning machine
- hingeless
🧪 🔭 📚💙🪐
- strut injector
- multi-lobe nozzles
- event-triggered
- neuromorphic star
- spacecraft jitter mitigation
- shock train
- momentum theory solver
- random positioning machine
- hingeless
🧪 🔭 📚💙🪐
September 13, 2026 at 10:41 AM
Cool terms and/or writing prompts from the latest issue of Acta Astronautica:
- strut injector
- multi-lobe nozzles
- event-triggered
- neuromorphic star
- spacecraft jitter mitigation
- shock train
- momentum theory solver
- random positioning machine
- hingeless
🧪 🔭 📚💙🪐
- strut injector
- multi-lobe nozzles
- event-triggered
- neuromorphic star
- spacecraft jitter mitigation
- shock train
- momentum theory solver
- random positioning machine
- hingeless
🧪 🔭 📚💙🪐